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Rishitha Reddy K
Mid-level Data Scientist specializing in risk, forecasting, and segmentation across finance and healthcare
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About
Data/ML engineer with experience across pharma (Dr. Reddy Laboratories) and financial services (Cincinnati Financial, Capital One), building production NLP and entity-resolution systems that connect messy unstructured text with enterprise SQL data. Delivered semantic search with BERT + vector DB and domain fine-tuning (reported ~35% relevance lift), and builds robust pipelines using Airflow/dbt/Spark with strong validation, monitoring, and stakeholder-aligned rollout practices.
Experience
Education
Key Strengths
- Built NLP pipeline to extract medical entities from thousands of unstructured adverse event reports
- Integrated unstructured text with structured clinical/manufacturing data using fuzzy matching and validation checks
- Designed entity resolution framework with confidence scoring and analyst-in-the-loop review
- Implemented semantic search using BERT embeddings + vector database; improved relevance ~35% via fine-tuning
- Production-grade data workflow engineering (Airflow/dbt/Spark) with testing, schema contracts, monitoring, and resilience patterns
- Balanced experimentation vs delivery with clear go/no-go metrics (e.g., +10% recall threshold) and coordinated production rollout
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